Yifei Yang
- Debunking the Myth of Join Ordering: Toward Robust SQL Analytics
2025/02/21 by Junyi Zhao, Kai Su, Zhao, Junyi +9 · 6 voices · 2 citations
#cs.DB
- CMMLU: Measuring massive multitask language understanding in Chinese
2023/06/15 by Haonan Li, Li, Haonan, Yixuan Zhang +13 · 62 citations
Computer Science · Social Sciences · #Computation and Language (cs.CL) #Computational and Text Analysis Methods #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- FreDF: Learning to Forecast in the Frequency Domain
2024/02/04 by Hao Wang, Licheng Pan, Wang, Hao +15 · 23 citations
Computer Science · #Neural Networks and Applications #Advanced Computational Techniques and Applications
- Intelligent Reflecting Surface Meets OFDM: Protocol Design and Rate Maximization
2019/06/21 by Yifei Yang, Beixiong Zheng, Yang, Yifei +5 · 9 citations
Engineering · #Advanced Wireless Communication Technologies #Antenna Design and Analysis #FOS: Computer and information sciences #Information Theory (cs.IT) #Satellite Communication Systems
- LaCo: Large Language Model Pruning via Layer Collapse
2024/02/17 by Yifei Yang, Zouying Cao, Yang, Yifei +3 · 16 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- Rethinking Analytical Processing in the GPU Era
2025/08/06 by Bobbi Yogatama, Yifei Yang, Yogatama, Bobbi +21 · 2 voices · 1 citation
#cs.DB
- BatGPT: A Bidirectional Autoregessive Talker from Generative Pre-trained Transformer
2023/07/01 by Zuchao Li, Li, Zuchao, Shitou Zhang +7 · 6 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- Vehicle Re-identification in Aerial Imagery: Dataset and Approach
2019/04/02 by Peng Wang, Bingliang Jiao, Wang, Peng +11 · 3 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Video Surveillance and Tracking Methods
- Graph Neural Network Based Node Deployment for Throughput Enhancement
2022/08/19 by Yifei Yang, Dongmian Zou, Yang, Yifei +3 · 2 citations
Computer Science · Engineering · #Advanced MIMO Systems Optimization #Cooperative Communication and Network Coding #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Networking and Internet Architecture (cs.NI) #Systems and Control (eess.SY) #Wireless Networks and Protocols #electronic engineering #information engineering
- UrbanGIRAFFE: Representing Urban Scenes as Compositional Generative Neural Feature Fields
2023/03/24 by Yuanbo Yang, Yang, Yuanbo, Yifei Yang +9 · 2 citations
Computer Science · #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Image Processing and 3D Reconstruction
- BatGPT-Chem: A Foundation Large Model For Retrosynthesis Prediction
2024/08/19 by Yifei Yang, Yang, Yifei, Runhan Shi +11 · 4 citations
Materials Science · #Artificial Intelligence (cs.AI) #Computational Engineering #FOS: Computer and information sciences #Finance #Machine Learning (cs.LG) #Machine Learning in Materials Science #and Science (cs.CE)
- Predicate Transfer: Efficient Pre-Filtering on Multi-Join Queries
2023/07/28 by Yifei Yang, Yang, Yifei, Hangdong Zhao +5 · 3 citations
Computer Science · #Advanced Graph Neural Networks #Caching and Content Delivery #Databases (cs.DB) #FOS: Computer and information sciences #Stochastic Gradient Optimization Techniques
- How Deep is Love in LLMs' Hearts? Exploring Semantic Size in Human-like Cognition
2025/03/01 by Yao Yao, Yifei Yang, Yao, Yao +11 · 2 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Semantic Web and Ontologies
- LESA: Learnable LLM Layer Scaling-Up
2025/02/19 by Yifei Yang, Yang, Yifei, Zouying Cao +11 · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Mathematics, Computing, and Information Processing #Neural Networks and Applications #Speech Recognition and Synthesis
- Head-wise Shareable Attention for Large Language Models
2024/02/19 by Zouying Cao, Yifei Yang, Cao, Zouying +3 · 1 citation
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Machine Learning in Healthcare
- PGPO: Enhancing Agent Reasoning via Pseudocode-style Planning Guided Preference Optimization
2025/06/02 by Zouying Cao, Runze Wang, Cao, Zouying +11 · 3 citations
Computer Science · #AI-based Problem Solving and Planning #Semantic Web and Ontologies #Multi-Agent Systems and Negotiation
- Efficient Alignment of Unconditioned Action Prior for Language-conditioned Pick and Place in Clutter
2025/03/12 by Kechun Xu, Xu, Kechun, Xunlong Xia +15 · 2 citations
Psychology · Computer Science · #Phonetics and Phonology Research #Speech and Audio Processing #Speech Recognition and Synthesis